7 events found.
Week of Events
Monday, February 2, 2026
-
Hybrid EventFebruary 2, 2026Statistics Seminar: Mathematical Foundations for Machine Learning from a Nonlinear Time Series Perspective
-
February 2, 2026AM Seminar: Are Graph Learning Methods Actually Learning?
Hybrid Event
Statistics Seminar: Mathematical Foundations for Machine Learning from a Nonlinear Time Series Perspective
Presenter: Jiaqi Li, William H. Kruskal Instructor, University of Chicago Description:Modern machine learning (ML) algorithms achieve remarkable empirical success, yet providing rigorous statistical guarantees remains a major challenge, particularly in distributional theory and online inference methods. In this talk, we will introduce a novel framework to provide mathematical foundations for ML by bringing powerful tools […]
AM Seminar: Are Graph Learning Methods Actually Learning?
Presenter: Seshadhri Comandur, Professor of Computer Science, UCSC Description: There has been a lot of literature on graph machine learning over the past few years, and a bewildering array of new methods. This talk is based on a series of results making a provocative argument. Maybe many graph machine learning methods are not really that […]
Tuesday, February 3, 2026
No events on this day.
Wednesday, February 4, 2026
-
Hybrid EventFebruary 4, 2026Statistics Seminar: Statistical Inference for Multi-Modality Data in the AI Era
Hybrid Event
Statistics Seminar: Statistical Inference for Multi-Modality Data in the AI Era
Presenter: Qi Xu, Postdoctoral Researcher, Department of Statistics & Data Science, Carnegie Mellon University Description: Multi-modality data are increasingly common across science medicine and technology, such as imaging, text, sensors, and genomics. These modalities are often high dimensional or unstructured and naturally exhibit blockwise (nonmonotone) missingness where different samples observe different subsets of modalities. Such […]
Thursday, February 5, 2026
No events on this day.
Friday, February 6, 2026
No events on this day.
Saturday, February 7, 2026
No events on this day.
Sunday, February 8, 2026
No events on this day.